Human-in-the-loop machine learning: a state of the art

E Mosqueira-Rey, E Hernández-Pereira… - Artificial Intelligence …, 2023 - Springer
Researchers are defining new types of interactions between humans and machine learning
algorithms generically called human-in-the-loop machine learning. Depending on who is in …

Maturity assessment for Industry 5.0: A review of existing maturity models

F Hein-Pensel, H Winkler, A Brückner, M Wölke… - Journal of Manufacturing …, 2023 - Elsevier
With the introduction of Industry 5.0, a new paradigm shift is planned. Whereas Industry 4.0
is still focused primarily on economic objectives to be achieved through digital …

Generative AI and ChatGPT: Applications, challenges, and AI-human collaboration

F Fui-Hoon Nah, R Zheng, J Cai, K Siau… - Journal of Information …, 2023 - Taylor & Francis
Artificial intelligence (AI) has elicited much attention across disciplines and industries (Hyder
et al., 2019). AI has been defined as “a system's ability to correctly interpret external data, to …

Outlook on human-centric manufacturing towards Industry 5.0

Y Lu, H Zheng, S Chand, W Xia, Z Liu, X Xu… - Journal of Manufacturing …, 2022 - Elsevier
The recent shift to wellbeing, sustainability, and resilience under Industry 5.0 has prompted
formal discussions that manufacturing should be human-centric–placing the wellbeing of …

Industry 4.0 vs. Industry 5.0: Co-existence, transition, or a hybrid

M Golovianko, V Terziyan, V Branytskyi… - Procedia Computer …, 2023 - Elsevier
Smart manufacturing is being shaped nowadays by two different paradigms: Industry 4.0
proclaims transition to digitalization and automation of processes while emerging Industry …

[图书][B] Human-centered AI

B Shneiderman - 2022 - books.google.com
The remarkable progress in algorithms for machine and deep learning have opened the
doors to new opportunities, and some dark possibilities. However, a bright future awaits …

Bridging the gap between ethics and practice: guidelines for reliable, safe, and trustworthy human-centered AI systems

B Shneiderman - ACM Transactions on Interactive Intelligent Systems …, 2020 - dl.acm.org
This article attempts to bridge the gap between widely discussed ethical principles of Human-
centered AI (HCAI) and practical steps for effective governance. Since HCAI systems are …

Expanding explainability: Towards social transparency in ai systems

U Ehsan, QV Liao, M Muller, MO Riedl… - Proceedings of the 2021 …, 2021 - dl.acm.org
As AI-powered systems increasingly mediate consequential decision-making, their
explainability is critical for end-users to take informed and accountable actions. Explanations …

Human-versus artificial intelligence

JEH Korteling, GC van de Boer-Visschedijk… - Frontiers in artificial …, 2021 - frontiersin.org
AI is one of the most debated subjects of today and there seems little common
understanding concerning the differences and similarities of human intelligence and artificial …

ChatGPT: more than a “weapon of mass deception” ethical challenges and responses from the human-centered artificial intelligence (HCAI) perspective

AJG Sison, MT Daza, R Gozalo-Brizuela… - … Journal of Human …, 2023 - Taylor & Francis
This article explores the ethical problems arising from the use of ChatGPT as a kind of
generative AI and suggests responses based on the Human-Centered Artificial Intelligence …